Most tumors that form in the heart aren’t cancerous. But some heart tumors can be cancerous. Cancer that begins in the heart is most often sarcoma, a type of cancer that originates in the soft tissues of the body. Heart cancer (malignant primary cardiac tumor) is extremely rare.